• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Degrees
​
Log In
Join for Free
  • Browse
  • Probabilistic Graphical Models

Probabilistic Graphical Models Courses

Probabilistic Graphical Models courses can help you learn Bayesian networks, Markov random fields, and inference algorithms. You can build skills in modeling uncertainty, reasoning under uncertainty, and making predictions based on incomplete data. Many courses introduce tools like TensorFlow Probability and PyMC3, which are used for implementing these models and performing complex calculations, enabling you to apply your knowledge to real-world data analysis and machine learning tasks.

Popular Probabilistic Graphical Models Courses and Certifications


  • N

    Northwestern University

    Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots

    Skills you'll gain: Robotics, Control Systems, Mechanics, Mechanical Engineering, Mathematical Modeling, Torque (Physics), Engineering Calculations, Applied Mathematics, Linear Algebra, Graphical Tools, Estimation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    104 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Statistics and Data Analysis with Excel, Part 1

    Skills you'll gain: Descriptive Statistics, Statistical Visualization, Data Transformation, Data Cleansing, Probability, Box Plots, Histogram, Probability Distribution, Probability & Statistics, Scatter Plots, Statistics, Microsoft Excel, Excel Formulas, Data Analysis, Statistical Methods, Spreadsheet Software, Bayesian Statistics

    4.5
    Rating, 4.5 out of 5 stars
    ·
    42 reviews

    Beginner · Course · 1 - 3 Months

  • A

    Adobe

    Create and Enhance Visuals With AI

    Skills you'll gain: Adobe Firefly, Visual Storytelling, AI powered creativity, Storyboarding, Adobe Express, Multimodal Prompts, Prompt Engineering, Responsible AI, Collaborative Software, Creativity, AI literacy, Adobe Creative Cloud, Prompt Engineering Tools, Generative AI, Adobe Photoshop, Adobe Illustrator, Creative Design, Storytelling, Branding, Content Development and Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    46 reviews

    Beginner · Specialization · 3 - 6 Months

  • I

    IBM

    Generative AI: Elevate your Data Engineering Career

    Skills you'll gain: Generative AI, Generative Model Architectures, Database Design, Data Pipelines, Query Languages, Extract, Transform, Load, Responsible AI, Data Warehousing, Data Ethics, Data Infrastructure, Data Architecture, Data Mining, Data Synthesis, Data Analysis, Data Quality, Convolutional Neural Networks

    4.5
    Rating, 4.5 out of 5 stars
    ·
    62 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Real Estate Financial Modeling

    Skills you'll gain: Revenue Forecasting, Financial Modeling, Financial Forecasting, Real Estate, Forecasting, Risk Management, Property and Real Estate, Investment Management, Financial Data, Risk Analysis, Risk Mitigation, Investments, Financial Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    72 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Sciences Po

    Cities are back in town : urban sociology for a globalizing urban world

    Skills you'll gain: Socioeconomics, Sociology, Culture, Sustainable Development, Social Sciences, Social Justice, Cultural Diversity, World History, Economic Development, Political Sciences, Governance, Case Studies, Economics, Digital Transformation, European History

    4.5
    Rating, 4.5 out of 5 stars
    ·
    193 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Scrimba

    Intro to AI Engineering

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Responsible AI, AI Integrations, OpenAI API, OpenAI, Generative AI, API Testing, Data Ethics, AI Security, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Application Programming Interface (API), Fine-tuning, Computer Programming, Key Management

    4.5
    Rating, 4.5 out of 5 stars
    ·
    142 reviews

    Intermediate · Course · 1 - 3 Months

  • M

    McMaster University

    Finance For Everyone: Value

    Skills you'll gain: Finance, Financial Analysis, Financial Market, Project Finance, Cash Flows, Financial Modeling, General Finance, Investments, Investment Management, Business Valuation, Cash Flow Forecasting, Financial Data, Risk Modeling, Return On Investment, Capital Budgeting, Risk Management, Market Dynamics, Risk Analysis, Decision Making, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    252 reviews

    Mixed · Course · 1 - 4 Weeks

  • E

    Epic Games

    Unreal Engine Fundamentals

    Skills you'll gain: Unreal Engine, Virtual Environment, Version Control, 3D Assets, Video Game Development, Software Configuration Management, Game Design, Configuration Management, Content Management, Computer Graphic Techniques, Software Versioning, User Interface (UI), Collaborative Software, Data Import/Export, Software Installation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    90 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado System

    Requirements Gathering for Secure Software Development

    Skills you'll gain: Requirements Analysis, User Requirements Documents, Systems Development Life Cycle, Software Development Methodologies, Requirements Elicitation, Agile Methodology, Software Documentation, Software Design Documents, Security Requirements Analysis, System Requirements, Software Development Life Cycle, Agile Software Development, Waterfall Methodology

    4.6
    Rating, 4.6 out of 5 stars
    ·
    688 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Leading Oneself with Self-Knowledge

    Skills you'll gain: Self-Awareness, Personal Development, Engineering Management, Leadership Development, Curiosity, Leadership, Growth Mindedness, Decision Making, Time Management, Prioritization

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    74 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    CCNA Intermediate – Switching, VLANs & Routing

    Skills you'll gain: Network Troubleshooting, Network Routing, Routing Protocols, Network Routers, OSI Models, TCP/IP, Virtual Local Area Network (VLAN), Network Switches, Network Architecture, Networking Hardware, Network Administration, Local Area Networks, Network Infrastructure, Network Protocols, System Configuration, Configuration Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    37 reviews

    Intermediate · Course · 1 - 3 Months

1…142143144…418

In summary, here are 10 of our most popular probabilistic graphical models courses

  • Modern Robotics, Course 5: Robot Manipulation and Wheeled Mobile Robots : Northwestern University
  • Statistics and Data Analysis with Excel, Part 1: University of Colorado Boulder
  • Create and Enhance Visuals With AI: Adobe
  • Generative AI: Elevate your Data Engineering Career : IBM
  • Real Estate Financial Modeling: Coursera
  • Cities are back in town : urban sociology for a globalizing urban world : Sciences Po
  • Intro to AI Engineering: Scrimba
  • Finance For Everyone: Value: McMaster University
  • Unreal Engine Fundamentals : Epic Games
  • Requirements Gathering for Secure Software Development: University of Colorado System

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Accounting
  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • Human Resources (HR)
  • Microsoft Excel
  • Project Management
  • Python
  • SQL

Professional Certificates

  • Google AI Certificate
  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM AI Engineering Certificate
  • IBM AI Product Manager Certificate
  • IBM Data Science Certificate
  • Intuit Academy Bookkeeping Certificate

Courses & Specializations

  • AI Essentials Specialization
  • AI For Business Specialization
  • AI For Everyone Course
  • AI in Healthcare Specialization
  • Deep Learning Specialization
  • Excel Skills for Business Specialization
  • Financial Markets Course
  • Machine Learning Specialization
  • Prompt Engineering for ChatGPT Course
  • Python for Everybody Specialization

Career Resources

  • Career Aptitude Test
  • CAPM Certification Requirements
  • CompTIA A+ Certification Requirements
  • CompTIA Security+ Certification Requirements
  • Essential IT Certifications
  • High-Income Skills to Learn
  • How to Learn Artificial Intelligence
  • PMP Certification Requirements
  • Popular Cybersecurity Certifications
  • Share your Coursera learning story

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Udemy

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Do Not Sell/Share
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2026 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok